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Third Day

Celebrities and Influencers
Musicians and Bands
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Third Day's top 10 nearest neighbors are a tight cluster of fellow Musicians and Bands — six of the ten share that subcategory — with scores compressed into a narrow band between 0.99 and 0.94, the hallmark of a flat shape.

Casting Crowns (0.99) and MercyMe (0.99) sit at the top, followed closely by Matthew West (0.98), Jeremy Camp (0.98), TobyMac (0.98), and Chris Tomlin (0.97) — all Musicians and Bands. The remaining four positions introduce cross-kind neighbors: Willie Robertson (0.95), a TV Personality; Kari Jobe (0.95), back to Musicians and Bands; Korie Robertson (0.95), a Reality TV Star; and Lauren Alaina (0.94), Musicians and Bands. The Robertson family members' presence — drawn from a reality TV context — alongside a set of contemporary Christian musicians points to a shared audience constituency that crosses genre lines within a broadly faith-oriented, Southern-leaning cultural space. No athletes, sports organizations, or NASCAR figures appear in the top 10, though they are well-represented in the wider neighbor set visible in the graph.

The flat shape here reflects an audience with a consistent, well-defined composition rather than one pulled in competing directions — the scores barely separate across ten very different kinds of entities.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "thirdday", "title": "Third Day", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "thirdday", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "castingcrowns", "title": "Casting Crowns", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9906, "drivers": [ "N02", "N04", "M04", "N01", "M02" ] }, { "handle": "mercyme", "title": "MercyMe", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9894, "drivers": [ "N02", "N04", "M04", "N01", "M02" ] }, { "handle": "matthew_west", "title": "Matthew West", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9813, "drivers": [ "N02", "N04", "M04", "N01", "L03" ] }, { "handle": "jeremycamp", "title": "Jeremy Camp", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.981, "drivers": [ "N02", "N04", "M04", "N01", "M02" ] }, { "handle": "tobymac", "title": "TobyMac", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9809, "drivers": [ "N02", "M04", "N04", "N01", "M02" ] }, { "handle": "christomlin", "title": "Chris Tomlin", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9716, "drivers": [ "N02", "M04", "M02", "N04", "N01" ] }, { "handle": "williebosshog", "title": "Willie Robertson", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.948, "drivers": [ "N02", "N01", "N04", "M04", "M02" ] }, { "handle": "karijobe", "title": "Kari Jobe", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9463, "drivers": [ "N02", "N01", "M02", "M04", "N04" ] }, { "handle": "bosshogswife", "title": "Korie Robertson", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9452, "drivers": [ "N02", "N01", "N04", "M04", "M02" ] }, { "handle": "lauren_alaina", "title": "Lauren Alaina", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9442, "drivers": [ "N01", "N04", "N02", "M04", "L03" ] } ] }
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